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Machine Learning

Computer vision & speech

Describe how perception systems see and hear and analyse their failures.

Target proficiency: Applied

Course outcomes

  • AI 101 CO1

    Explain the main ideas and history of AI — search, knowledge representation, probabilistic reasoning and learning — using precise vocabulary.

  • AI 101 CO3

    Describe how neural networks, perception systems and large language models work and analyse their typical failure modes.

Taught in weeks & phases

Textbook chapters